Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition

no code implementations • 7 Dec 2017 • Ricardo Gamelas Sousa, Jorge M. Santos, Luís M. Silva, Luís A. Alexandre, Tiago Esteves, Sara Rocha, Paulo Monjardino, Joaquim Marques de Sá, Francisco Figueiredo, Pedro Quelhas

In this paper we present a system for the detection of immunogold particles and a Transfer Learning (TL) framework for the recognition of these immunogold particles.

Denoising Quantization +1

Distribution-Based Categorization of Classifier Transfer Learning

no code implementations • 6 Dec 2017 • Ricardo Gamelas Sousa, Luís A. Alexandre, Jorge M. Santos, Luís M. Silva, Joaquim Marques de Sá

As it is natural in a fast evolving area, a wide variety of TL methods, settings and nomenclature have been proposed so far.

General Classification Transfer Learning